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GitHub / lightly-ai / lightly

A python library for self-supervised learning on images.

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lightly-ai%2Flightly

Stars: 2,796
Forks: 247
Open Issues: 107

License: mit
Language: Python
Repo Size: 10.3 MB
Dependencies: 63

Created: over 3 years ago
Updated: 3 days ago
Last pushed: 3 days ago
Last synced: 3 days ago

Topics: computer-vision, contrastive-learning, deep-learning, embeddings, machine-learning, pytorch, self-supervised-learning

Files

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Readme

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Dependencies

.github/workflows/release_pypi.yml actions

actions/checkout v3 composite
actions/setup-python v4 composite
rtCamp/action-slack-notify v2 composite

.github/workflows/test.yml actions

actions/cache v2 composite
actions/checkout v3 composite
actions/setup-python v4 composite
codecov/codecov-action v3 composite

.github/workflows/test_code_format.yml actions

actions/cache v2 composite
actions/checkout v3 composite
actions/setup-python v4 composite

.github/workflows/test_setup.yml actions

actions/cache v2 composite
actions/checkout v3 composite
actions/setup-python v4 composite

.github/workflows/tests_unmocked.yml actions

actions/cache v2 composite
actions/checkout v3 composite
actions/setup-python v4 composite

.github/workflows/weekly_dependency_test.yml actions

actions/checkout v3 composite
actions/setup-python v4 composite
rtCamp/action-slack-notify v2 composite

pyproject.toml pypi

requirements/base.txt pypi

certifi >=14.05.14
hydra-core >=1.0.0
lightly_utils *
numpy >=1.18.1
python_dateutil >=2.5.3
requests >=2.23.0
six >=1.10
tqdm >=4.44
urllib3 >=1.15.1

requirements/dev.txt pypi

black ==23.1.0 development
docutils <=0.16 development
isort ==5.11.5 development
lightning-bolts * development
matplotlib * development
mypy ==1.4.1 development
opencv-python * development
pandas * development
pre-commit * development
pylint * development
pytest * development
pytest-forked * development
pytest-mock * development
pytest-xdist * development
responses * development
scikit-learn * development
sphinx * development
sphinx-copybutton * development
sphinx-design * development
sphinx-gallery * development
sphinx-reredirects * development
sphinx-tabs * development
sphinx_rtd_theme * development
torchmetrics * development
tox * development

requirements/openapi.txt pypi

aenum >=3.1.11
pydantic >=1.10.5,<2
python_dateutil >=2.5.3
setuptools >=21.0.0
urllib3 >=1.25.3

requirements/torch.txt pypi

requirements/video.txt pypi

av >=8.0.2
torchvision >=0.8.0

setup.py pypi